mvtboost-package |
Tree Boosting for Multivariate Outcomes |
addalpha |
Add alpha |
colorRampPaletteAlpha |
Add alpha and ramps between colors |
mvtb |
Fitting a Multivariate Tree Boosting Model |
mvtb.cluster |
Clustering the covariance explained or relative influence matrix |
mvtb.covex |
Estimate the covariance explained matrix |
mvtb.fit |
Fitting a Multivariate Tree Boosting Model |
mvtb.heat |
Clustered heatmap of tables from 'mvtb' |
mvtb.nonlin |
Detect departures from linearity from a multivariate tree boosting model. |
mvtb.perspec |
Perspective plot for 2 predictors and 1 response. |
mvtb.ri |
Computes the relative influence of each predictor for each outcome |
mvtb.uncomp |
Uncompress a compressed mvtb output object |
mvtboost |
Tree Boosting for Multivariate Outcomes |
plot.mvtb |
Plots the model implied effect of 1 predictor for one outcome |
predict.mvtb |
Predicted values |
print.mvtb |
Simple default printing of the mvtb output object |
summary.mvtb |
Computes a summary of the multivariate tree boosting model |
wellbeing |
Psychological well-being |